Sense Prediction for Explicit Discourse Relations with BERT

Abstract

We present experiments in predicting a discourse sense for explicit inter-sentential discourse relations in Czech and English, using embedding and deep learning (fine-tuned BERT) to predict the senses, and annotation projection from English to Czech to increase the size of training data for Czech.

Keywords

• sense
• prediction
• explicit
• discourse
• relations
• with
• bert